Image Classification on smallNORB

Metric: Classification Error (lower is better)

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#	Model↕	Classification Error▲	Extra Data	Paper	Date↕	Code
1	Heinsen Routing	0.9	No	An Algorithm for Routing Capsules in All Domains	2019-11-02	Code
2	Efficient-CapsNet	1.23	No	Efficient-CapsNet: Capsule Network with Self-Att...	2021-01-29	Code
3	VB-Routing	1.29	No	Capsule Routing via Variational Bayes	2019-05-27	Code
4	Matrix-CapsNet with EM routing	1.8	No	-	-	Code
5	FRMS	2.2	No	Fast Dynamic Routing Based on Weighted Kernel De...	2018-05-28	Code
6	CapsNet	3.77	No	Dynamic Routing Between Capsules	2017-10-26	Code
7	DCNet	5.57	No	Dense and Diverse Capsule Networks: Making the C...	2018-05-10	Code

#1Heinsen RoutingSOTA
0.9
Classification Error· 2019-11-02
An Algorithm for Routing Capsules in All Domains Code
#2Efficient-CapsNet
1.23
Classification Error· 2021-01-29
Efficient-CapsNet: Capsule Network with Self-Attention Routing Code
#3VB-RoutingSOTA
1.29
Classification Error· 2019-05-27
Capsule Routing via Variational Bayes Code
#4Matrix-CapsNet with EM routing
1.8
Classification Error
No paperCode
#5FRMSSOTA
2.2
Classification Error· 2018-05-28
Fast Dynamic Routing Based on Weighted Kernel Density Estimation Code
#6CapsNetSOTA
3.77
Classification Error· 2017-10-26
Dynamic Routing Between Capsules Code
#7DCNet
5.57
Classification Error· 2018-05-10
Dense and Diverse Capsule Networks: Making the Capsules Learn Better Code